Scan‐specific artifact reduction in k‐space (SPARK) neural networks synergize with physics‐based reconstruction to accelerate MRI

MRI Highly Accelerated Wave‐CAIPI T1‐SPACE versus Standard T1‐SPACE to detect brain gadolinium‐enhancing lesions at 3T

(2021) Augusto Lio M. Goncalves Filho et al.   JOURNAL OF NEUROIMAGING

Comparison of ultrafast wave-controlled aliasing in parallel imaging (CAIPI) magnetization-prepared rapid acquisition gradient echo (MP-RAGE) and standard MP-RAGE in non-sedated children: initial clinical experience

(2021) Azadeh Tabari et al.   PEDIATRIC RADIOLOGY

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

(2020) Florian Knoll et al.   IEEE SIGNAL PROCESSING MAGAZINE

Accelerated coronary MRI with sRAKI: A database-free self-consistent neural network k-space reconstruction for arbitrary undersampling

(2020) Seyed Amir Hossein Hosseini et al.   PLoS One

Extreme MRI: Large-scale volumetric dynamic imaging from continuous non-gated acquisitions

(2020) Frank Ong et al.   MAGNETIC RESONANCE IN MEDICINE

Evaluation of Ultrafast Wave-CAIPI MPRAGE for Visual Grading and Automated Measurement of Brain Tissue Volume

(2020) M.G.F. Longo et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Targeted rapid knee MRI exam using T2 shuffling

(2019) Jonathan I. Tamir et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Highly accelerated multishot echo planar imaging through synergistic machine learning and joint reconstruction

(2019) Berkin Bilgic et al.   MAGNETIC RESONANCE IN MEDICINE

Undersampled MR image reconstruction using an enhanced recursive residual network

(2019) Lijun Bao et al.   JOURNAL OF MAGNETIC RESONANCE

Optimized fast GPU implementation of robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction

(2019) Chi Zhang et al.   PLoS One

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

(2018) Florian Knoll et al.   MAGNETIC RESONANCE IN MEDICINE

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Scan-specific robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction: Database-free deep learning for fast imaging

(2018) Mehmet Akçakaya et al.   MAGNETIC RESONANCE IN MEDICINE

Wave-LORAKS: Combining wave encoding with structured low-rank matrix modeling for more highly accelerated 3D imaging

(2018) Tae Hyung Kim et al.   MAGNETIC RESONANCE IN MEDICINE

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

Wave-CAIPI for highly accelerated MP-RAGE imaging

(2017) Daniel Polak et al.   MAGNETIC RESONANCE IN MEDICINE

Learning a variational network for reconstruction of accelerated MRI data

(2017) Kerstin Hammernik et al.   MAGNETIC RESONANCE IN MEDICINE

A parallel MR imaging method using multilayer perceptron

(2017) Kinam Kwon et al.   MEDICAL PHYSICS

Autocalibrated wave-CAIPI reconstruction; Joint optimization of k-space trajectory and parallel imaging reconstruction

(2016) Stephen F. Cauley et al.   MAGNETIC RESONANCE IN MEDICINE

Autocalibrating motion-corrected wave-encoding for highly accelerated free-breathing abdominal MRI

(2016) Feiyu Chen et al.   MAGNETIC RESONANCE IN MEDICINE

T2shuffling: Sharp, multicontrast, volumetric fast spin-echo imaging

(2016) Jonathan I. Tamir et al.   MAGNETIC RESONANCE IN MEDICINE

RARE/turbo spin echo imaging with simultaneous multislice Wave-CAIPI

(2015) Borjan A. Gagoski et al.   MAGNETIC RESONANCE IN MEDICINE

P-LORAKS: Low-rank modeling of local k-space neighborhoods with parallel imaging data

(2015) Justin P. Haldar et al.   MAGNETIC RESONANCE IN MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Optimized three-dimensional fast-spin-echo MRI

(2014) John P. Mugler   JOURNAL OF MAGNETIC RESONANCE IMAGING

Wave-CAIPI for highly accelerated 3D imaging

(2014) Berkin Bilgic et al.   MAGNETIC RESONANCE IN MEDICINE

Accelerating parameter mapping with a locally low rank constraint

(2014) Tao Zhang et al.   MAGNETIC RESONANCE IN MEDICINE

Paradoxical effect of the signal-to-noise ratio of GRAPPA calibration lines: A quantitative study

(2014) Yu Ding et al.   MAGNETIC RESONANCE IN MEDICINE

Two-dimensional accelerated MP-RAGE imaging with flexible linear reordering

(2014) Daniel Brenner et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Calibrationless parallel imaging reconstruction based on structured low-rank matrix completion

(2013) Peter J. Shin et al.   MAGNETIC RESONANCE IN MEDICINE

ESPIRiT-an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA

(2013) Martin Uecker et al.   MAGNETIC RESONANCE IN MEDICINE

Coil compression for accelerated imaging with Cartesian sampling

(2012) Tao Zhang et al.   MAGNETIC RESONANCE IN MEDICINE

Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty

(2011) Kawin Setsompop et al.   MAGNETIC RESONANCE IN MEDICINE

SPIRiT: Iterative self-consistent parallel imaging reconstruction from arbitrary k-space

(2010) Michael Lustig et al.   MAGNETIC RESONANCE IN MEDICINE

Compressed sensing reconstruction for magnetic resonance parameter mapping

(2010) Mariya Doneva et al.   MAGNETIC RESONANCE IN MEDICINE

Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI

(2010) Ricardo Otazo et al.   MAGNETIC RESONANCE IN MEDICINE

Improved Pediatric MR Imaging with Compressed Sensing

(2010) Shreyas S. Vasanawala et al.   RADIOLOGY

Comprehensive quantification of signal-to-noise ratio andg-factor for image-based andk-space-based parallel imaging reconstructions

(2008) Philip M. Robson et al.   MAGNETIC RESONANCE IN MEDICINE

Virtual coil concept for improved parallel MRI employing conjugate symmetric signals

(2008) Martin Blaimer et al.   MAGNETIC RESONANCE IN MEDICINE